2 papers
cs.CL2026
Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case
Yi-Sheng Hsu, Nermeen Abou Baker, Uwe Handmann
The ability of large language models (LLMs) to process and generate text has introduced potential for applications in information extraction (IE). While it's debated whether LLMs o…
cs.CL2024
Free-text Rationale Generation under Readability Level Control
Yi-Sheng Hsu, Nils Feldhus, Sherzod Hakimov
Free-text rationales justify model decisions in natural language and thus become likable and accessible among approaches to explanation across many tasks. However, their effectiven…